How Trustworthy are Performance Evaluations for Basic Vision Tasks?
This article examines performance evaluation criteria for basic vision tasks involving sets of objects namely, object detection, instance-level segmentation and multi-object tracking. The rankings of algorithms by a criterion can fluctuate with different choices of parameters, e.g. Intersection over...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 09. Juli, Seite 8538-8552
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| 1. Verfasser: |
Nguyen, Tran Thien Dat
(VerfasserIn) |
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| Weitere Verfasser: |
Rezatofighi, Hamid,
Vo, Ba-Ngu,
Vo, Ba-Tuong,
Savarese, Silvio,
Reid, Ian |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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